Package cloudml. June 12, 2018
|
|
- Cassandra Chambers
- 6 years ago
- Views:
Transcription
1 Package cloudml June 12, 2018 Title Interface to the Google Cloud Machine Learning Platform Version Interface to the Google Cloud Machine Learning Platform < which provides cloud tools for training machine learning models. Depends R (>= 3.3.0), tfruns (>= 1.3) Imports jsonlite, packrat, processx, rprojroot, rstudioapi, tools, utils, withr, yaml Suggests tensorflow (>= 1.4.2), keras (>= 2.1.2), knitr, testthat License Apache License 2.0 SystemRequirements Python (>= 2.7.0) Encoding UTF-8 LazyData true RoxygenNote VignetteBuilder knitr NeedsCompilation no Author Javier Luraschi [aut, cre], JJ Allaire [aut], Kevin Ushey [aut], RStudio [cph] Maintainer Javier Luraschi <javier@rstudio.com> Repository CRAN Date/Publication :05:22 UTC R topics documented: cloudml_deploy cloudml_predict cloudml_train gcloud_init
2 2 cloudml_deploy gcloud_install gcloud_terminal gs_copy gs_local_dir gs_rsync job_cancel job_collect job_list job_status job_stream_logs job_trials Index 12 cloudml_deploy Deploy SavedModel to CloudML Deploys a SavedModel to CloudML model for online predictions. cloudml_deploy(export_dir_base, name, version = paste0(name, "_1"), region = NULL, config = NULL) export_dir_base A string containing a directory containing an exported SavedModels. Consider using tensorflow::export_savedmodel() to export this SavedModel. name version region config The name for this model (required) The version for this model. Versions start with a letter and contain only letters, numbers and underscores. Defaults to name_1 The region to be used to deploy this model. A list, YAML or JSON configuration file as described com/ml-engine/reference/rest/v1/projects.jobs. cloudml_predict() Other CloudML functions: cloudml_predict, cloudml_train
3 cloudml_predict 3 cloudml_predict Perform Prediction over a CloudML Model. Perform online prediction over a CloudML model, usually, created using cloudml_deploy() cloudml_predict(instances, name, version = paste0(name, "_1"), verbose = FALSE) instances name version verbose A list of instances to be predicted. While predicting a single instance, list wrapping this single instance is still expected. The name for this model (required) The version for this model. Versions start with a letter and contain only letters, numbers and underscores. Defaults to name_1 Should additional information be reported? cloudml_deploy() Other CloudML functions: cloudml_deploy, cloudml_train cloudml_train Train a model using Cloud ML Upload a TensorFlow application to Google Cloud, and use that application to train a model. cloudml_train(file = "train.r", master_type = NULL, flags = NULL, region = NULL, config = NULL, collect = "ask", dry_run = FALSE)
4 4 gcloud_init file master_type flags region config collect dry_run File to be used as entrypoint for training. Training master node machine type. "standard" provides a basic machine configuration suitable for training simple models with small to moderate datasets. See the documentation at machine-types#machine_type_table for details on available machine types. Named list with flag values (see flags()) or path to YAML file containing flag values. The region to be used for training. A list, YAML or JSON configuration file as described com/ml-engine/reference/rest/v1/projects.jobs. Logical. If TRUE, collect job when training is completed (blocks waiting for the job to complete). The default ("ask") will interactively prompt the user whether to collect the results or not. Triggers a local dry run over the deployment phase to validate packages and packing work as expected. job_status(), job_collect(), job_cancel() Other CloudML functions: cloudml_deploy, cloudml_predict Examples ## Not run: library(cloudml) gcloud_install() job <- cloudml_train("train.r") ## End(Not run) gcloud_init Initialize the Google Cloud SDK Initialize the Google Cloud SDK gcloud_init() Other Google Cloud SDK functions: gcloud_install, gcloud_terminal
5 gcloud_install 5 gcloud_install Install the Google Cloud SDK Installs the Google Cloud SDK which enables CloudML operations. gcloud_install(update = TRUE) update Attempt to update an existing installation. Other Google Cloud SDK functions: gcloud_init, gcloud_terminal Examples ## Not run: library(cloudml) gcloud_install() ## End(Not run) gcloud_terminal Create an RStudio terminal with access to the Google Cloud SDK Create an RStudio terminal with access to the Google Cloud SDK gcloud_terminal(command = NULL, clear = FALSE) command clear Command to send to terminal Clear terminal buffer Value Terminal id (invisibly)
6 6 gs_local_dir Other Google Cloud SDK functions: gcloud_init, gcloud_install gs_copy Copy files to / from Google Storage Use the gsutil cp command to copy data between your local file system and the cloud, copy data within the cloud, and copy data between cloud storage providers. gs_copy(source, destination, recursive = FALSE, echo = TRUE) source destination recursive echo The file to be copied. This can be either a path on the local filesystem, or a Google Storage URI (e.g. gs://[bucket_name]/[filename.csv]). The location where the source file should be copied to. This can be either a path on the local filesystem, or a Google Storage URI (e.g. gs://[bucket_name]/[filename.csv]). Boolean; perform a recursive copy? This must be specified if you intend on copying directories. Echo command output to console. gs_local_dir Get a local path to the contents of Google Storage bucket Provides a local filesystem interface to Google Storage buckets. Many package functions accept only local filesystem paths as input (rather than gs:// URLs). For these cases the gcloud_path() function will synchronize gs:// buckets to the local filesystem and provide a local path interface to their contents. gs_local_dir(url, local_dir = "gs", echo = FALSE) url local_dir echo Google Storage bucket URL (e.g. gs://<your-bucket>). Local directory to synchonize Google Storage bucket(s) to. Echo command output to console.
7 gs_rsync 7 Details Value If you pass a local path as the url it will be returned unmodified. This allows you to for example use a training flag for the location of data which points to a local directory during development and a Google Cloud bucket during cloud training. Local path to contents of bucket. Examples library(cloudml) gs_local_dir(getwd()) gs_rsync Synchronize content of two buckets/directories The gs_rsync function makes the contents under destination the same as the contents under source, by copying any missing files/objects (or those whose data has changed), and (if the delete option is specified) deleting any extra files/objects. source must specify a directory, bucket, or bucket subdirectory. gs_rsync(source, destination, delete = FALSE, recursive = FALSE, parallel = TRUE, dry_run = FALSE, options = NULL, echo = TRUE) source destination delete recursive parallel The file to be copied. This can be either a path on the local filesystem, or a Google Storage URI (e.g. gs://[bucket_name]/[filename.csv]). The location where the source file should be copied to. This can be either a path on the local filesystem, or a Google Storage URI (e.g. gs://[bucket_name]/[filename.csv]). Delete extra files under destination not found under source By default extra files are not deleted. Causes directories, buckets, and bucket subdirectories to be synchronized recursively. If you neglect to use this option gs_rsync() will make only the top-level directory in the source and destination URLs match, skipping any subdirectories. Causes synchronization to run in parallel. This can significantly improve performance if you are performing operations on a large number of files over a reasonably fast network connection.
8 8 job_collect dry_run options echo Causes rsync to run in "dry run" mode, i.e., just outputting what would be copied or deleted without actually doing any copying/deleting. Character vector of additional command line options to the gsutil rsync command (as specified at commands/rsync). Echo command output to console. job_cancel Cancel a job Cancel a job. job_cancel(job = "latest") job Job name or job object. Pass "latest" to indicate the most recently submitted job. Other job management functions: job_collect, job_list, job_status, job_stream_logs, job_trials job_collect Collect job output Collect the job outputs (e.g. fitted model) from a job. If the job has not yet finished running, job_collect() will block and wait until the job has finished. job_collect(job = "latest", trials = "best", destination = "runs", timeout = NULL, view = interactive())
9 job_list 9 job trials destination timeout view Job name or job object. Pass "latest" to indicate the most recently submitted job. Under hyperparameter tuning, specifies which trials to download. Use "best" to download best trial, "all" to download all, or a vector of trials c(1,2) or 1. The destination directory in which model outputs should be downloaded. Defaults to runs. Give up collecting job after the specified minutes. View the job results after collecting it. You can also pass "save" to save a copy of the run report at tfruns.d/view.html Other job management functions: job_cancel, job_list, job_status, job_stream_logs, job_trials job_list List all jobs List existing Google Cloud ML jobs. job_list(filter = NULL, limit = NULL, page_size = NULL, sort_by = NULL, uri = FALSE) filter limit page_size sort_by uri Filter the set of jobs to be returned. The maximum number of resources to list. By default, all jobs will be listed. Some services group resource list output into pages. This flag specifies the maximum number of resources per page. The default is determined by the service if it supports paging, otherwise it is unlimited (no paging). A comma-separated list of resource field key names to sort by. The default order is ascending. Prefix a field with ~ for descending order on that field. Print a list of resource URIs instead of the default output. Other job management functions: job_cancel, job_collect, job_status, job_stream_logs, job_trials
10 10 job_stream_logs job_status Current status of a job Get the status of a job, as an R list. job_status(job = "latest") job Job name or job object. Pass "latest" to indicate the most recently submitted job. Other job management functions: job_cancel, job_collect, job_list, job_stream_logs, job_trials job_stream_logs Show job log stream Show logs from a running Cloud ML Engine job. job_stream_logs(job = "latest", polling_interval = getoption("cloudml.stream_logs.polling", 5), task_name = NULL, allow_multiline_logs = FALSE) job Job name or job object. Pass "latest" to indicate the most recently submitted job. polling_interval Number of seconds to wait between efforts to fetch the latest log messages. task_name If set, display only the logs for this particular task. allow_multiline_logs Output multiline log messages as single records. Other job management functions: job_cancel, job_collect, job_list, job_status, job_trials
11 job_trials 11 job_trials Current trials of a job Get the hyperparameter trials for job, as an R data frame job_trials(x) x Job name or job object. Other job management functions: job_cancel, job_collect, job_list, job_status, job_stream_logs
12 Index cloudml_deploy, 2, 3, 4 cloudml_deploy(), 3 cloudml_predict, 2, 3, 4 cloudml_predict(), 2 cloudml_train, 2, 3, 3 flags(), 4 gcloud_init, 4, 5, 6 gcloud_install, 4, 5, 6 gcloud_terminal, 4, 5, 5 gs_copy, 6 gs_local_dir, 6 gs_rsync, 7 job_cancel, 8, 9 11 job_cancel(), 4 job_collect, 8, 8, 9 11 job_collect(), 4 job_list, 8, 9, 9, 10, 11 job_status, 8 10, 10, 11 job_status(), 4 job_stream_logs, 8 10, 10, 11 job_trials, 8 10, 11 tensorflow::export_savedmodel(), 2 12
Package tfruns. February 18, 2018
Type Package Title Training Run Tools for 'TensorFlow' Version 1.3 Package tfruns February 18, 2018 Create and manage unique directories for each 'TensorFlow' training run. Provides a unique, time stamped
More informationPackage tensorflow. January 17, 2018
Type Package Title R Interface to 'TensorFlow' Version 1.5 Package tensorflow January 17, 2018 Interface to 'TensorFlow' , an open source software library for numerical computation
More informationPackage radix. September 17, 2018
Type Package Package radix September 17, 2018 Title 'R Markdown' Format for Scientific and Technical Writing Version 0.5 Scientific and technical article format for the web. 'Radix' articles feature attractive,
More informationPackage datasets.load
Title Interface for Loading Datasets Version 0.1.0 Package datasets.load December 14, 2016 Visual interface for loading datasets in RStudio from insted (unloaded) s. Depends R (>= 3.0.0) Imports shiny,
More informationPackage dkanr. July 12, 2018
Title Client for the 'DKAN' API Version 0.1.2 Package dkanr July 12, 2018 Provides functions to facilitate access to the 'DKAN' API (), including
More informationPackage clipr. June 23, 2018
Type Package Title Read and Write from the System Clipboard Version 0.4.1 Package clipr June 23, 2018 Simple utility functions to read from and write to the Windows, OS X, and X11 clipboards. Imports utils
More informationPackage geojsonsf. R topics documented: January 11, Type Package Title GeoJSON to Simple Feature Converter Version 1.3.
Type Package Title GeoJSON to Simple Feature Converter Version 1.3.0 Date 2019-01-11 Package geojsonsf January 11, 2019 Converts Between GeoJSON and simple feature objects. License GPL-3 Encoding UTF-8
More informationPackage rprojroot. January 3, Title Finding Files in Project Subdirectories Version 1.3-2
Title Finding Files in Project Subdirectories Version 1.3-2 Package rprojroot January 3, 2018 Robust, reliable and flexible paths to files below a project root. The 'root' of a project is defined as a
More informationPackage ssh. June 4, 2018
Type Package Title Secure Shell (SSH) Client for R Version 0.2 Author Jeroen Ooms Package ssh June 4, 2018 Maintainer Jeroen Ooms Connect to a remote server over SSH to transfer files
More informationPackage goodpractice
Title Advice on R Package Building Version 1.0.2 Package goodpractice May 2, 2018 Give advice about good practices when building R packages. Advice includes functions and syntax to avoid, package structure,
More informationPackage knitrprogressbar
Type Package Title Provides Progress Bars in 'knitr' Version 1.1.0 Package knitrprogressbar February 20, 2018 Provides a progress bar similar to 'dplyr' that can write progress out to a variety of locations,
More informationPackage pkgbuild. October 16, 2018
Title Find Tools Needed to Build R Packages Version 1.0.2 Package pkgbuild October 16, 2018 Provides functions used to build R packages. Locates compilers needed to build R packages on various platforms
More informationPackage validara. October 19, 2017
Type Package Title Validate Brazilian Administrative Registers Version 0.1.1 Package validara October 19, 2017 Maintainer Gustavo Coelho Contains functions to validate administrative
More informationPackage reticulate. November 24, 2017
Type Package Title R Interface to Python Version 1.3.1 Package reticulate November 24, 2017 R interface to Python modules, classes, and functions. When calling into Python R data types are automatically
More informationPackage cattonum. R topics documented: May 2, Type Package Version Title Encode Categorical Features
Type Package Version 0.0.2 Title Encode Categorical Features Package cattonum May 2, 2018 Functions for dummy encoding, frequency encoding, label encoding, leave-one-out encoding, mean encoding, median
More informationPackage SEMrushR. November 3, 2018
Type Package Title R Interface to Access the 'SEMrush' API Version 0.1.0 Package SEMrushR November 3, 2018 Implements methods for querying SEO (Search Engine Optimization) and SEM (Search Engine Marketing)
More informationPackage cronr. March 3, 2017
Type Package Package cronr March 3, 2017 Title Schedule R Scripts and Processes with the 'cron' Job Scheduler Version 0.3.0 Date 2017-03-03 Author c(person(``jan'', ``Wijffels'', role = c(``aut'', ``cre'',
More informationPackage embed. November 19, 2018
Version 0.0.2 Package embed November 19, 2018 Title Extra Recipes for Encoding Categorical Predictors Description Factor predictors can be converted to one or more numeric representations using simple
More informationPackage bigqueryr. June 8, 2018
Package bigqueryr June 8, 2018 Title Interface with Google BigQuery with Shiny Compatibility Version 0.4.0 Interface with 'Google BigQuery', see for more information.
More informationPackage workflowr. July 6, 2018
Type Package Package workflowr July 6, 2018 Title A Framework for Reproducible and Collaborative Data Science Date 2018-07-06 Version 1.1.1 Combines literate programming ('knitr' and 'rmarkdown') and version
More informationPackage liftr. R topics documented: May 14, Type Package
Type Package Package liftr May 14, 2018 Title Containerize R Markdown Documents for Continuous Reproducibility Version 0.9 Maintainer Nan Xiao Persistent reproducible reporting by containerization
More informationPackage bigqueryr. October 23, 2017
Package bigqueryr October 23, 2017 Title Interface with Google BigQuery with Shiny Compatibility Version 0.3.2 Interface with 'Google BigQuery', see for more information.
More informationPackage wikitaxa. December 21, 2017
Title Taxonomic Information from 'Wikipedia' Package wikitaxa December 21, 2017 'Taxonomic' information from 'Wikipedia', 'Wikicommons', 'Wikispecies', and 'Wikidata'. Functions included for getting taxonomic
More informationPackage autoshiny. June 25, 2018
Package autoshiny June 25, 2018 Title Automatic Transformation of an 'R' Function into a 'shiny' App Version 0.0.2 Description Static code compilation of a 'shiny' app given an R function (into 'ui.r'
More informationPackage fastdummies. January 8, 2018
Type Package Package fastdummies January 8, 2018 Title Fast Creation of Dummy (Binary) Columns and Rows from Categorical Variables Version 1.0.0 Description Creates dummy columns from columns that have
More informationPackage loggit. April 9, 2018
Title Effortless Exception Logging Package loggit April 9, 2018 A very simple and easy-to-use set of suspiciously-familiar functions. 'loggit' provides a set of wrappings for base R's message(), warning(),
More informationPackage RcppParallel
Type Package Title Parallel Programming Tools for 'Rcpp' Version 4.4.1 Package RcppParallel July 19, 2018 High level functions for parallel programming with 'Rcpp'. For example, the 'parallelfor()' function
More informationPackage gtrendsr. October 19, 2017
Type Package Title Perform and Display Google Trends Queries Version 1.4.0 Date 2017-10-19 Package gtrendsr October 19, 2017 An interface for retrieving and displaying the information returned online by
More informationPackage ezknitr. September 16, 2016
Package ezknitr September 16, 2016 Title Avoid the Typical Working Directory Pain When Using 'knitr' Version 0.6 An extension of 'knitr' that adds flexibility in several ways. One common source of frustration
More informationPackage IRkernel. January 7, 2019
Title Native R Kernel for the 'Jupyter Notebook' Package IRkernel January 7, 2019 The R kernel for the 'Jupyter' environment executes R code which the front-end ('Jupyter Notebook' or other front-ends)
More informationPackage styler. December 11, Title Non-Invasive Pretty Printing of R Code Version 1.0.0
Title Non-Invasive Pretty Printing of R Code Version 1.0.0 Package styler December 11, 2017 Pretty-prints R code without changing the user's formatting intent. Imports backports, cli, enc, magrittr, purrr,
More informationPackage calpassapi. August 25, 2018
Title R Interface to Access CalPASS API Version 0.0.1 Package calpassapi August 25, 2018 Description Implements methods for querying data from CalPASS using its API. CalPASS Plus. MMAP API V1. .
More informationPackage ggimage. R topics documented: November 1, Title Use Image in 'ggplot2' Version 0.0.7
Title Use Image in 'ggplot2' Version 0.0.7 Package ggimage November 1, 2017 Supports image files and graphic objects to be visualized in 'ggplot2' graphic system. Depends R (>= 3.3.0), ggplot2 Imports
More informationPackage RODBCext. July 31, 2017
Version 0.3.1 Package RODBCext July 31, 2017 Title Parameterized Queries Extension for RODBC An extension for RODBC package adding support for parameterized queries. URL https://github.com/zozlak/rodbcext
More informationPackage pkgload. July 8, 2018
Title Simulate Package Installation and Attach Version 1.0.0 Package pkgload July 8, 2018 Simulates the process of installing a package and then attaching it. This is a key part of the 'devtools' package
More informationPackage patentsview. July 12, 2017
Type Package Title An R Client to the PatentsView API Version 0.1.0 Encoding UTF-8 Package patentsview July 12, 2017 Provides functions to simplify the PatentsView API ()
More informationPackage profvis. R topics documented:
Package profvis January 14, 2017 Title Interactive Visualizations for Profiling R Code Version 0.3.3 Interactive visualizations for profiling R code. Depends R (>= 3.0) Imports htmlwidgets (>= 0.3.2),
More informationPackage jstree. October 24, 2017
Package jstree October 24, 2017 Title Create Interactive Trees with the 'jquery' 'jstree' Plugin Version 1.0.1 Date 2017-10-23 Maintainer Jonathan Sidi Create and customize interactive
More informationPackage gtrendsr. August 4, 2018
Type Package Title Perform and Display Google Trends Queries Version 1.4.2 Date 2018-08-03 Package gtrendsr August 4, 2018 An interface for retrieving and displaying the information returned online by
More informationPackage messaging. May 27, 2018
Type Package Package messaging May 27, 2018 Title Conveniently Issue Messages, Warnings, and Errors Version 0.1.0 Description Provides tools for creating and issuing nicely-formatted text within R diagnostic
More informationPackage humanize. R topics documented: April 4, Version Title Create Values for Human Consumption
Version 0.2.0 Title Create s for Human Consumption Package humanize April 4, 2018 An almost direct port of the 'python' 'humanize' package . This package contains utilities
More informationPackage canvasxpress
Version 1.18.2 Package canvasxpress Title Visualization Package for CanvasXpress in R January 19, 2018 Enables creation of visualizations using the CanvasXpress framework in R. CanvasXpress is a standalone
More informationPackage rcmdcheck. R topics documented: November 10, 2018
Package rcmdcheck November 10, 2018 Title Run 'R CMD check' from 'R' and Capture Results Version 1.3.2 Author Gábor Csárdi Maintainer Gábor Csárdi Run 'R CMD check' from 'R' programmatically,
More informationPackage ECctmc. May 1, 2018
Type Package Package ECctmc May 1, 2018 Title Simulation from Endpoint-Conditioned Continuous Time Markov Chains Version 0.2.5 Date 2018-04-30 URL https://github.com/fintzij/ecctmc BugReports https://github.com/fintzij/ecctmc/issues
More informationPackage githubinstall
Type Package Version 0.2.2 Package githubinstall February 18, 2018 Title A Helpful Way to Install R Packages Hosted on GitHub Provides an helpful way to install packages hosted on GitHub. URL https://github.com/hoxo-m/githubinstall
More informationPackage testit. R topics documented: June 14, 2018
Package testit June 14, 2018 Type Package Title A Simple Package for Testing R Packages Version 0.8 Description Provides two convenience functions assert() and test_pkg() to facilitate testing R packages.
More informationPackage pdfsearch. July 10, 2018
Type Package Version 0.2.3 License MIT + file LICENSE Title Search Tools for PDF Files Package pdfsearch July 10, 2018 Includes functions for keyword search of pdf files. There is also a wrapper that includes
More informationPackage ggimage. R topics documented: December 5, Title Use Image in 'ggplot2' Version 0.1.0
Title Use Image in 'ggplot2' Version 0.1.0 Package ggimage December 5, 2017 Supports image files and graphic objects to be visualized in 'ggplot2' graphic system. Depends R (>= 3.3.0), ggplot2 Imports
More informationPackage htmlwidgets. February 25, 2016
Package htmlwidgets February 25, 2016 Type Package Title HTML Widgets for R Version 0.6 Date 2016-02-25 A framework for creating HTML widgets that render in various contexts including the R console, 'R
More informationPackage wdman. January 23, 2017
Type Package Title 'Webdriver'/'Selenium' Binary Manager Version 0.2.2 Package wdman January 23, 2017 There are a number of binary files associated with the 'Webdriver'/'Selenium' project (see ,
More informationPackage lumberjack. R topics documented: July 20, 2018
Package lumberjack July 20, 2018 Maintainer Mark van der Loo License GPL-3 Title Track Changes in Data LazyData no Type Package LazyLoad yes A function composition ('pipe') operator
More informationPackage spelling. December 18, 2017
Title Tools for Spell Checking in R Version 1.1 Package spelling December 18, 2017 Spell checking common document formats including latex, markdown, manual pages, and description files. Includes utilities
More informationPackage docxtools. July 6, 2018
Title Tools for R Markdown to Docx Documents Version 0.2.0 Language en-us Package docxtools July 6, 2018 A set of helper functions for using R Markdown to create documents in docx format, especially documents
More informationPackage datapasta. January 24, 2018
Title R Tools for Data Copy-Pasta Version 3.0.0 Package datapasta January 24, 2018 RStudio addins and R functions that make copy-pasting vectors and tables to text painless. Depends R (>= 3.3.0) Suggests
More informationPackage htmlwidgets. July 10, 2017
Package htmlwidgets July 10, 2017 Type Package Title HTML Widgets for R Version 0.9 Date 2017-07-10 A framework for creating HTML widgets that render in various contexts including the R console, 'R Markdown'
More informationPackage covr. October 18, 2018
Encoding UTF-8 Title Test Coverage for Packages Version 3.2.1 Package covr October 18, 2018 Track and report code coverage for your package and (optionally) upload the results to a coverage service like
More informationPackage vdiffr. April 27, 2018
Package vdiffr April 27, 2018 Title Visual Regression Testing and Graphical Diffing Version 0.2.3 An extension to the 'testthat' package that makes it easy to add graphical unit tests. It provides a Shiny
More informationPackage bigreadr. R topics documented: August 13, Version Date Title Read Large Text Files
Version 0.1.3 Date 2018-08-12 Title Read Large Text Files Package bigreadr August 13, 2018 Read large text s by splitting them in smaller s. License GPL-3 Encoding UTF-8 LazyData true ByteCompile true
More informationPackage repec. August 31, 2018
Type Package Title Access RePEc Data Through API Version 0.1.0 Package repec August 31, 2018 Utilities for accessing RePEc (Research Papers in Economics) through a RESTful API. You can request a and get
More informationPackage aws.transcribe
Type Package Title Client for 'AWS Transcribe' Version 0.1.2 Date 2018-04-09 Package aws.transcribe April 9, 2018 Client for 'AWS Transcribe' , a cloud
More informationPackage gridgraphics
Package gridgraphics Title Redraw Base Graphics Using 'grid' Graphics Version 0.2 June 6, 2017 Description Functions to convert a page of plots drawn with the graphics package into identical output drawn
More informationPackage fitbitscraper
Title Scrapes Data from Fitbit Version 0.1.8 Package fitbitscraper April 14, 2017 Author Cory Nissen [aut, cre] Maintainer Cory Nissen Scrapes data from Fitbit
More informationPackage crossword.r. January 19, 2018
Date 2018-01-13 Type Package Title Generating s from Word Lists Version 0.3.5 Author Peter Meissner Package crossword.r January 19, 2018 Maintainer Peter Meissner Generate crosswords
More informationPackage data.world. April 5, 2018
Package data.world April 5, 2018 Title Functions and Add-Ins for Working with 'data.world' Data Sets and Projects Version 1.2.2 High-level tools for working with 'data.world' data sets. 'data.world' is
More informationPackage nlgeocoder. October 8, 2018
Title Geocoding for the Netherlands Version 0.1.3 Package nlgeocoder October 8, 2018 R interface to the open location server API of 'Publieke Diensten Op de Kaart' (). It offers geocoding,
More informationPackage readxl. April 18, 2017
Title Read Excel Files Version 1.0.0 Package readxl April 18, 2017 Import excel files into R. Supports '.xls' via the embedded 'libxls' C library and '.xlsx'
More informationPackage pangaear. January 3, 2018
Title Client for the 'Pangaea' Database Package pangaear January 3, 2018 Tools to interact with the 'Pangaea' Database (), including functions for searching for data, fetching 'datasets'
More informationPackage semver. January 6, 2017
Type Package Title 'Semantic Versioning V2.0.0' Parser Version 0.2.0 Package semver January 6, 2017 Tools and functions for parsing, rendering and operating on semantic version strings. Semantic versioning
More informationPackage condusco. November 8, 2017
Type Package Package condusco November 8, 2017 Title Query-Driven Pipeline Execution and Query Templates Version 0.1.0 Author Roland Stevenson Maintainer Roland Stevenson Description
More informationPackage virustotal. May 1, 2017
Title R Client for the VirusTotal API Version 0.2.1 Maintainer Gaurav Sood Package virustotal May 1, 2017 Use VirusTotal, a Google service that analyzes files and URLs for viruses,
More informationPackage effectr. January 17, 2018
Title Predicts Oomycete Effectors Version 1.0.0 Package effectr January 17, 2018 Predicts cytoplasmic effector proteins using genomic data by searching for motifs of interest using regular expression searches
More informationPackage available. November 17, 2017
Package available November 17, 2017 Title Check if the Title of a Package is Available, Appropriate and Interesting Version 1.0.0 Check if a given package is available to use. It checks the 's validity.
More informationPackage fastrtext. December 10, 2017
Type Package Package fastrtext December 10, 2017 Title 'fasttext' Wrapper for Text Classification and Word Representation Version 0.2.4 Date 2017-12-09 Maintainer Michaël Benesty Learning
More informationPackage zip. R topics documented: March 11, Title Cross-Platform 'zip' Compression Version 2.0.1
Title Cross-Platform 'zip' Compression Version 2.0.1 Package zip March 11, 2019 Author Gábor Csárdi, Kuba Podgórski, Rich Geldreich Maintainer Gábor Csárdi Cross-Platform 'zip'
More informationPackage tabulizer. June 7, 2018
Type Package Package tabulizer June 7, 2018 Title Bindings for 'Tabula' PDF Table Extractor Library Version 0.2.2 Maintainer Tom Paskhalis Bindings for the 'Tabula'
More informationPackage oec. R topics documented: May 11, Type Package
Type Package Package oec May 11, 2018 Title Observatory of Economic Complexity API Wrapper and Utility Program Version 2.7.8 Date 2018-06-11 Maintainer Mauricio Vargas S. URL https://cran.r-project.org/package=oec
More informationPackage librarian. R topics documented:
Package librarian July 8, 2018 Title Install, Update, Load Packages from CRAN and 'GitHub' in One Step Version 1.3.0 Automatically install, update, and load 'CRAN' and 'GitHub' packages in a single function
More informationPackage memoise. April 21, 2017
Encoding UTF-8 Title Memoisation of Functions Version 1.1.0 Package memoise April 21, 2017 Cache the results of a function so that when you call it again with the same arguments it returns the pre-computed
More informationPackage guardianapi. February 3, 2019
Package guardianapi February 3, 2019 Title Access 'The Guardian' Newspaper Open Data API Version 0.1.0 Access to the 'Guardian' open API , containing all articles
More informationPackage promote. November 15, 2017
Type Package Title Client for the 'Alteryx Promote' API Version 1.0.0 Date 2017-11-14 Package promote November 15, 2017 Author Paul E. Promote Maintainer Paul E. Promote
More informationPackage AzureStor. December 25, 2018
Title Storage Management in 'Azure' Version 1.0.0 Package AzureStor December 25, 2018 Manage storage in Microsoft's 'Azure' cloud: . On the admin side, 'AzureStor'
More informationPackage BiocManager. November 13, 2018
Package BiocManager November 13, 2018 Title Access the Bioconductor Project Package Repository A convenient tool to install and update Bioconductor packages. Version 1.30.4 Depends R (>= 3.5.0) Imports
More informationPackage balance. October 12, 2018
Title Visualize Balances of Compositional Data Version 0.1.6 URL http://github.com/tpq/balance Package balance October 12, 2018 BugReports http://github.com/tpq/balance/issues Balances have become a cornerstone
More informationPackage editdata. October 7, 2017
Type Package Title 'RStudio' Addin for Editing a 'data.frame' Version 0.1.2 Package editdata October 7, 2017 Imports shiny (>= 0.13, miniui (>= 0.1.1, rstudioapi (>= 0.5, DT, tibble An 'RStudio' addin
More informationPackage facerec. May 14, 2018
Package facerec Type Package Title An Interface for Face Recognition Version 0.1.0 Date 2018-05-14 May 14, 2018 URL https://github.com/methodds/facerec BugReports https://github.com/methodds/facerec/issues
More informationPackage rtika. May 2, 2018
Type Package Title R Interface to 'Apache Tika' Version 0.1.8 Package rtika May 2, 2018 Maintainer Sasha Goodman Imports curl, sys, stats, utils, rappdirs Suggests jsonlite, xml2,
More informationPackage geoops. March 19, 2018
Type Package Package geoops March 19, 2018 Title 'GeoJSON' Topology Calculations and Operations Tools for doing calculations and manipulations on 'GeoJSON', a 'geospatial' data interchange format ().
More informationPackage barcoder. October 26, 2018
Package barcoder October 26, 2018 Title Labelling, Tracking, and Collecting Data from Biological Samples Version 0.1.0 Maintainer Robert Colautti Tools to generate unique identifiers
More informationPackage tidyselect. October 11, 2018
Title Select from a Set of Strings Version 0.2.5 Package tidyselect October 11, 2018 A backend for the selecting functions of the 'tidyverse'. It makes it easy to implement select-like functions in your
More informationPackage rnn. R topics documented: June 21, Title Recurrent Neural Network Version 0.8.1
Title Recurrent Neural Network Version 0.8.1 Package rnn June 21, 2018 Implementation of a Recurrent Neural Network in R. Depends R (>= 3.2.2) License GPL-3 LazyData true RoxygenNote 6.0.1 URL http://qua.st/rnn,
More informationPackage GetoptLong. June 10, 2018
Type Package Package GetoptLong June 10, 2018 Title Parsing Command-Line and Variable Interpolation Version 0.1.7 Date 2018-6-9 Author Zuguang Gu Maintainer Depends R (>= 3.0.0) Suggests testthat (>= 1.0.0),
More informationPackage robotstxt. November 12, 2017
Date 2017-11-12 Type Package Package robotstxt November 12, 2017 Title A 'robots.txt' Parser and 'Webbot'/'Spider'/'Crawler' Permissions Checker Version 0.5.2 Provides functions to download and parse 'robots.txt'
More informationPackage nmslibr. April 14, 2018
Type Package Title Non Metric Space (Approximate) Library Version 1.0.1 Date 2018-04-14 Package nmslibr April 14, 2018 Maintainer Lampros Mouselimis BugReports https://github.com/mlampros/nmslibr/issues
More informationPackage bisect. April 16, 2018
Package bisect April 16, 2018 Title Estimating Cell Type Composition from Methylation Sequencing Data Version 0.9.0 Maintainer Eyal Fisher Author Eyal Fisher [aut, cre] An implementation
More informationPackage shinytest. May 7, 2018
Title Test Shiny Apps Version 1.3.0 Package shinytest May 7, 2018 For automated testing of Shiny applications, using a headless browser, driven through 'WebDriver'. License MIT + file LICENSE LazyData
More informationPackage reticulate. August 5, 2018
Type Package Title Interface to 'Python' Version 1.10 Package reticulate August 5, 2018 Interface to 'Python' modules, classes, and functions. When calling into 'Python', R data types are automatically
More informationPackage opencage. January 16, 2018
Package opencage January 16, 2018 Type Package Title Interface to the OpenCage API Version 0.1.4 Tool for accessing the OpenCage API, which provides forward geocoding (from placename to longitude and latitude)
More informationPackage dbx. July 5, 2018
Type Package Title A Fast, Easy-to-Use Database Interface Version 0.1.0 Date 2018-07-05 Package dbx July 5, 2018 Provides select, insert, update, upsert, and delete database operations. Supports 'PostgreSQL',
More informationPackage rzeit2. January 7, 2019
Type Package Title Client for the ZEIT ONLINE Content API Version 0.2.3 Package rzeit2 January 7, 2019 Interface to gather newspaper articles from 'DIE ZEIT' and 'ZEIT ONLINE', based on a multilevel query
More informationPackage projector. February 27, 2018
Package projector February 27, 2018 Title Project Dense Vectors Representation of Texts on a 2D Plan Version 0.0.2 Date 2018-02-27 Maintainer Michaël Benesty Display dense vector representation
More information